Towards Optical Flow in Time-of-Flight Range Imaging Using the Continuous Wavelet Transform

IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Sensors Letters Pub Date : 2024-09-12 DOI:10.1109/LSENS.2024.3459871
Jordan J. Wise;Lee Streeter
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Abstract

Time-of-flight (ToF) range imaging cameras perform full-field distance measurement, but require multiple frames to be captured sequentially in order to construct a single range image. When motion occurs during data acquisition, artifacts appear that limit the accuracy of range estimates. Analysis of these artifacts finds that they take the form of spatial waves whose frequency encodes motion information. We therefore propose a new technique for measuring motion in Time-of-Flight range imaging based on the continuous wavelet transform (CWT). Synchrosqueezing is explored as a means of improving the accuracy of velocity estimates.
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利用连续小波变换实现飞行时间测距成像中的光学流动
飞行时间(ToF)测距成像相机可进行全场距离测量,但需要连续采集多个帧来构建单个测距图像。当数据采集过程中发生运动时,就会出现限制测距估计精度的伪影。对这些伪影的分析发现,它们以空间波的形式出现,其频率编码了运动信息。因此,我们提出了一种基于连续小波变换(CWT)的新技术,用于测量飞行时间测距成像中的运动。我们将同步匀速作为提高速度估计精度的一种手段进行了探索。
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来源期刊
IEEE Sensors Letters
IEEE Sensors Letters Engineering-Electrical and Electronic Engineering
CiteScore
3.50
自引率
7.10%
发文量
194
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